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Red flags in data: Learning from failed data reuse experiences

机译:数据中的红旗:从失败的数据重用体验中学习

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This study examined the data reusers’ failed or unsuccessful experience to understand what constituted reusers’ failure. Learning from failed experiences is necessary to understand why the failure occurred and to prevent the failure or convert the failure to success. This study offers an alternative view on data reuse practices and provides insights for facilitating data reuse processes by eliminating core components of failure. From the interviews with 23 quantitative social science data reusers who had failed data reuse experiences, the study findings suggest: (a) ease of reuse, particularly the issue of access and interoperability, is the important initial condition for a successful data reuse experience; (b) understanding data through documentation may be less of an issue, at least for experienced researchers to make their data reuse unsuccessful, although the process can still be challenging; and (c) the major component of failed experience is the lack of support in reusing data, which emphasizes the need to develop a support system for data reusers.
机译:本研究审查了数据重新使用者失败或不成功的经验,以了解构成的重新使用者的失败。从失败的经验中学习是必要的,了解为什么失败发生并防止失败或将失败转换成成功。本研究提供了关于数据重用实践的替代视图,并提供了通过消除故障的核心组件来促进数据重用流程的见解。研究结果表明:(a)易于再利用,尤其是获取和互操作性的问题,是成功数据重用体验的重要初始条件的再利用(b)通过文档了解数据可能较少,至少对于经验丰富的研究人员来说,使他们的数据重用不成功,尽管该过程仍然有挑战性; (c)失败经验的主要成分是重用数据缺乏支持,这强调需要开发支持系统的数据重用。

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